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Farmer Cooperatives’ Intention to Adopt Agricultural Information Technology—Mediating Effects of Attitude

Author

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  • Ya-na Wang

    (Faculty of Agricultural equipment of Jiangsu University)

  • Lifu Jin

    (School of Management of Jiangsu University)

  • Hanping Mao

    (Faculty of Agricultural equipment of Jiangsu University)

Abstract

Based on the technology acceptance model and technology–organization–environment framework, this study has developed a new model to explain the adoption of agricultural information technology (AIT) by farmer cooperatives from the combination perspective of individual and organization using four factors: cooperatives’ factors, environmental factors, technological factors, and leaders’ attitude towards AIT. Data was collected from a survey of farmer cooperatives and was analyzed using structural equation modelling. The model showed a good fit with findings indicating that the cooperatives’ and environmental factors positively influence the intentions of farmer cooperatives to adopt AIT. Again, the results depict that the technological factors have no significant effect. Leaders’ attitude towards AIT has a mediating effect on the relationships between the environmental, the cooperatives’, as well as the technological factors and the intentions to adopt AIT. The results will guide promotional strategies by technology providers and help government agencies better optimize policies to promote widespread use of AIT.

Suggested Citation

  • Ya-na Wang & Lifu Jin & Hanping Mao, 2019. "Farmer Cooperatives’ Intention to Adopt Agricultural Information Technology—Mediating Effects of Attitude," Information Systems Frontiers, Springer, vol. 21(3), pages 565-580, June.
    • Handle: RePEc:spr:infosf:v:21:y:2019:i:3:d:10.1007_s10796-019-09909-x
    DOI: 10.1007/s10796-019-09909-x
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    as
    1. Roya Gholami & Alemayehu Molla & Suparna Goswami & Christopher Brewster, 0. "Green information systems use in social enterprise: the case of a community-led eco-localization website in the West Midlands region of the UK," Information Systems Frontiers, Springer, vol. 0, pages 1-17.
    2. Efosa Carroll Idemudia & Mahesh S. Raisinghani & Olusola Samuel-Ojo, 0. "The contributing factors of continuance usage of social media: An empirical analysis," Information Systems Frontiers, Springer, vol. 0, pages 1-14.
    3. Nohria, Nitin & Gulati, Ranjay, 1997. "What is the optimum amount of organizational slack? : A study of the relationship between slack and innovation in multinational firms," European Management Journal, Elsevier, vol. 15(6), pages 603-611, December.
    4. Mohammad Alamgir Hossain & Mohammed Quaddus, 2015. "Radio frequency identification (RFID) adoption: A cross-sectional comparison of voluntary and mandatory contexts," Information Systems Frontiers, Springer, vol. 17(5), pages 1057-1076, October.
    5. Nripendra P. Rana & Yogesh K. Dwivedi & Banita Lal & Michael D. Williams & Marc Clement, 2017. "Citizens’ adoption of an electronic government system: towards a unified view," Information Systems Frontiers, Springer, vol. 19(3), pages 549-568, June.
    6. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    7. Sanghyun Kim & Gary Garrison, 2009. "Investigating mobile wireless technology adoption: An extension of the technology acceptance model," Information Systems Frontiers, Springer, vol. 11(3), pages 323-333, July.
    8. Baidu-Forson, J., 1999. "Factors influencing adoption of land-enhancing technology in the Sahel: lessons from a case study in Niger," Agricultural Economics, Blackwell, vol. 20(3), pages 231-239, May.
    9. Lingling Gao & Kerem Aksel Waechter, 2017. "Examining the role of initial trust in user adoption of mobile payment services: an empirical investigation," Information Systems Frontiers, Springer, vol. 19(3), pages 525-548, June.
    10. Narasimhaiah Gorla & Ananth Chiravuri & Ravi Chinta, 0. "Business-to-business e-commerce adoption: An empirical investigation of business factors," Information Systems Frontiers, Springer, vol. 0, pages 1-23.
    11. Nripendra P. Rana & Yogesh K. Dwivedi & Banita Lal & Michael D. Williams & Marc Clement, 0. "Citizens’ adoption of an electronic government system: towards a unified view," Information Systems Frontiers, Springer, vol. 0, pages 1-20.
    12. Narasimhaiah Gorla & Ananth Chiravuri & Ravi Chinta, 2017. "Business-to-business e-commerce adoption: An empirical investigation of business factors," Information Systems Frontiers, Springer, vol. 19(3), pages 645-667, June.
    13. Mohammad Alamgir Hossain & Mohammed Quaddus & Nazrul Islam, 2016. "Developing and validating a model explaining the assimilation process of RFID: An empirical study," Information Systems Frontiers, Springer, vol. 18(4), pages 645-663, August.
    14. Nan Zhang & Xunhua Guo & Guoqing Chen, 2011. "Why adoption and use behavior of IT/IS cannot last?—two studies in China," Information Systems Frontiers, Springer, vol. 13(3), pages 381-395, July.
    15. Sandy Chong & Graham Pervan, 2007. "Factors Influencing the Extent of Deployment of Electronic Commerce for Small-and Medium Sized Enterprises," Journal of Electronic Commerce in Organizations (JECO), IGI Global, vol. 5(1), pages 1-29, January.
    16. James Y. L. Thong & Chee-Sing Yap & K. S. Raman, 1996. "Top Management Support, External Expertise and Information Systems Implementation in Small Businesses," Information Systems Research, INFORMS, vol. 7(2), pages 248-267, June.
    17. John Leslie King & Vijay Gurbaxani & Kenneth L. Kraemer & F. Warren McFarlan & K. S. Raman & C. S. Yap, 1994. "Institutional Factors in Information Technology Innovation," Information Systems Research, INFORMS, vol. 5(2), pages 139-169, June.
    18. Batz, F. -J. & Peters, K. J. & Janssen, W., 1999. "The influence of technology characteristics on the rate and speed of adoption," Agricultural Economics, Blackwell, vol. 21(2), pages 121-130, October.
    19. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    20. Lingling Gao & Kerem Aksel Waechter, 0. "Examining the role of initial trust in user adoption of mobile payment services: an empirical investigation," Information Systems Frontiers, Springer, vol. 0, pages 1-24.
    21. Dimara, Efthalia & Skuras, Dimitris, 2003. "Adoption of agricultural innovations as a two-stage partial observability process," Agricultural Economics, Blackwell, vol. 28(3), pages 187-196, May.
    22. Devaki Rau & Thorvald Haerem, 2010. "Applying an organizational learning perspective to new technology deployment by technological gatekeepers: A theoretical model and key issues for future research," Information Systems Frontiers, Springer, vol. 12(3), pages 287-297, July.
    23. F.‐J. Batz & K.J. Peters & W. Janssen, 1999. "The influence of technology characteristics on the rate and speed of adoption," Agricultural Economics, International Association of Agricultural Economists, vol. 21(2), pages 121-130, October.
    24. Efosa Carroll Idemudia & Mahesh S. Raisinghani & Olusola Samuel-Ojo, 2018. "The contributing factors of continuance usage of social media: An empirical analysis," Information Systems Frontiers, Springer, vol. 20(6), pages 1267-1280, December.
    25. Roya Gholami & Alemayehu Molla & Suparna Goswami & Christopher Brewster, 2018. "Green information systems use in social enterprise: the case of a community-led eco-localization website in the West Midlands region of the UK," Information Systems Frontiers, Springer, vol. 20(6), pages 1345-1361, December.
    26. Manoj Thomas & Daniela Costa & Tiago Oliveira, 2016. "Assessing the role of IT-enabled process virtualization on green IT adoption," Information Systems Frontiers, Springer, vol. 18(4), pages 693-710, August.
    27. Probir Kumar Banerjee & Louis C. Ma, 2012. "Routinisation of B2B E-commerce by small firms: A process perspective," Information Systems Frontiers, Springer, vol. 14(5), pages 1033-1046, December.
    28. Rohit Deshpandé & Amir Grinstein & Elie Ofek, 2012. "Strategic orientations in a competitive context: The role of strategic orientation differentiation," Marketing Letters, Springer, vol. 23(3), pages 629-643, September.
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    4. Wajeeha Aslam & Syed Tehseen Jawaid, 2023. "Systematic Review of Green Banking Adoption: Following PRISMA Protocols," IIM Kozhikode Society & Management Review, , vol. 12(2), pages 213-233, July.
    5. Feifei Chen & Zhigang Xu & Yufeng Luo, 2023. "False prosperity: Rethinking government support for farmers’ cooperatives in China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 905-920, September.
    6. Perdana, Arif & Lee, Hwee Hoon & Arisandi, Desi & Koh, SzeKee, 2022. "Accelerating data analytics adoption in small and mid-size enterprises: A Singapore context," Technology in Society, Elsevier, vol. 69(C).
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